25 citations · 25 across the 3 of their papers we have counts for
4 papers
Projecting Hurricane Risk in Atlantic Canada under Climate Change
Saeed Saviz Naeini, Reda Snaiki, Alejandro Di Luca
Atlantic Canada faces significant hurricane threats from damaging winds and coastal flooding that are projected to intensify under climate change. This study adopts a two-stage fra…
Advancing Spatio-temporal Storm Surge Prediction with Hierarchical Deep Neural Networks
Saeed Saviz Naeini, Reda Snaiki, Teng Wu
Coastal regions in North America face major threats from storm surges caused by hurricanes and nor'easters. Traditional numerical models, while accurate, are computationally expens…
A Physics-informed machine learning model for time-dependent wave runup prediction
Saeed Saviz Naeini, Reda Snaiki
Wave runup is a critical factor affecting coastal flooding, shoreline changes, and damage to coastal structures. Climate change is also expected to amplify wave runup's impact on c…
A Novel Hybrid Machine Learning Model for Rapid Assessment of Wave and Storm Surge Responses Over an Extended Coastal Region
Saeed Saviz Naeini, Reda Snaiki
Storm surge and waves are responsible for a substantial portion of tropical and extratropical cyclones-related damages. While high-fidelity numerical models have significantly adva…